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Unit 2 focuses on cleaning up raw data through basic formatting and formula exercises using Excel skills learned in the previous class. The goal is to ensure that the data is properly formatted and free of errors before analysis. This involves removing extra characters, filtering improperly, and correcting incorrect values to prepare the data for analysis. It is essential to tidy up the data before analysis to ensure its usefulness.